Handwritten Devanagari Word Recognition

This is our work on Handwritten Hindi Word Recognizer presented at Mosaic'21 round 1. Our model can predict 21 devnagiri characters with a very high accuracy. We have removed some of the devnagiri characters to maximize the accuracy of prediction.

CHARACTER SET:

क, घ, च, ज, ट, ठ, ढ, थ, प, फ, ब, म, र, ल, ष, स, ह, क्ष, त्र, ज्ञ, ॠ

WORKFLOW:

To run on your local system:

• Clone the repository
• Install all dependencies requirments.txt
• Carefully check on which image you want to run as well as it is in images folder or not.
• Finally run main.py(driver code).

Some Examples:

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